Codebook

Here, we’re just setting a few options.

knitr::opts_chunk$set(
  warning = TRUE, # show warnings during codebook generation
  message = TRUE, # show messages during codebook generation
  error = TRUE, # do not interrupt codebook generation in case of errors,
                # usually better for debugging
  echo = TRUE  # show R code
)
ggplot2::theme_set(ggplot2::theme_bw())

Now, we’re preparing our data for the codebook.

library(codebook)
codebook_data <- rio::import("final_dataset.txt")
# to import an SPSS file from the same folder uncomment and edit the line below
# codebook_data <- rio::import("mydata.sav")
# for Stata
# codebook_data <- rio::import("mydata.dta")
# for CSV
# codebook_data <- rio::import("mydata.csv")
codebook_data=codebook_data[,2:ncol(codebook_data)]
# omit the following lines, if your missing values are already properly labelled
codebook_data <- detect_missing(codebook_data,
    only_labelled = TRUE, # only labelled values are autodetected as
                                   # missing
    negative_values_are_missing = FALSE, # negative values are missing values
    ninety_nine_problems = TRUE,   # 99/999 are missing values, if they
                                   # are more than 5 MAD from the median
    )

# If you are not using formr, the codebook package needs to guess which items
# form a scale. The following line finds item aggregates with names like this:
# scale = scale_1 + scale_2R + scale_3R
# identifying these aggregates allows the codebook function to
# automatically compute reliabilities.
# However, it will not reverse items automatically.
codebook_data <- detect_scales(codebook_data)

Create codebook

codebook(codebook_data)

## No missing values.

Metadata

Description

Dataset name: codebook_data

The dataset has N=180 rows and 75 columns. 180 rows have no missing values on any column.

Metadata for search engines

• Date published: 2020-08-05

x activity subject tbodyaccmeanx tbodyaccmeany tbodyaccmeanz tgravityaccmeanx tgravityaccmeany tgravityaccmeanz tbodyaccjerkmeanx tbodyaccjerkmeany tbodyaccjerkmeanz tbodygyromeanx tbodygyromeany tbodygyromeanz tbodygyrojerkmeanx tbodygyrojerkmeany tbodygyrojerkmeanz tbodyaccmagmean tgravityaccmagmean tbodyaccjerkmagmean tbodygyromagmean tbodygyrojerkmagmean fbodyaccmeanx fbodyaccmeany fbodyaccmeanz fbodyaccjerkmeanx fbodyaccjerkmeany fbodyaccjerkmeanz fbodygyromeanx fbodygyromeany fbodygyromeanz fbodyaccmagmean fbodybodyaccjerkmagmean fbodybodygyromagmean fbodybodygyrojerkmagmean angle(tbodyaccmeangravity) angle(tbodyaccjerkmean)gravitymean) angle(tbodygyromeangravitymean) angle(tbodygyrojerkmeangravitymean) angle(xgravitymean) angle(ygravitymean) angle(zgravitymean) tbodyaccstdx tbodyaccstdy tbodyaccstdz tgravityaccstdx tgravityaccstdy tgravityaccstdz tbodyaccjerkstdx tbodyaccjerkstdy tbodyaccjerkstdz tbodygyrostdx tbodygyrostdy tbodygyrostdz tbodygyrojerkstdx tbodygyrojerkstdy tbodygyrojerkstdz tbodyaccmagstd tgravityaccmagstd tbodyaccjerkmagstd tbodygyromagstd tbodygyrojerkmagstd fbodyaccstdx fbodyaccstdy fbodyaccstdz fbodyaccjerkstdx fbodyaccjerkstdy fbodyaccjerkstdz fbodygyrostdx fbodygyrostdy fbodygyrostdz fbodyaccmagstd fbodybodyaccjerkmagstd fbodybodygyromagstd fbodybodygyrojerkmagstd

#Variables

activity

Distribution

Distribution of values for activity

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
activity	character	0	1	6	0	6	18	0	NA

subject

Distribution

Distribution of values for subject

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
subject	numeric	0	1	1	16	30	15.5	8.679585	<U+2587><U+2587><U+2587><U+2587><U+2587>	NA

tbodyaccmeanx

Distribution

Distribution of values for tbodyaccmeanx

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
tbodyaccmeanx	numeric	0	1	0.22	0.28	0.3	0.2743027	0.0121646	<U+2581><U+2581><U+2582><U+2587><U+2582>	NA

tbodyaccmeany

Distribution

Distribution of values for tbodyaccmeany

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
tbodyaccmeany	numeric	0	1	-0.041	-0.017	-0.0013	-0.0178755	0.0057712	<U+2581><U+2582><U+2587><U+2587><U+2581>	NA

tbodyaccmeanz

Distribution

Distribution of values for tbodyaccmeanz

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
tbodyaccmeanz	numeric	0	1	-0.15	-0.11	-0.075	-0.1091638	0.009582	<U+2581><U+2581><U+2587><U+2585><U+2581>	NA

tgravityaccmeanx

Distribution

Distribution of values for tgravityaccmeanx

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
tgravityaccmeanx	numeric	0	1	-0.68	0.92	0.97	0.6974775	0.4872534	<U+2581><U+2581><U+2581><U+2581><U+2587>	NA

tgravityaccmeany

Distribution

Distribution of values for tgravityaccmeany

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
tgravityaccmeany	numeric	0	1	-0.48	-0.13	0.96	-0.0162128	0.3452376	<U+2587><U+2587><U+2582><U+2581><U+2582>	NA

tgravityaccmeanz

Distribution

Distribution of values for tgravityaccmeanz

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
tgravityaccmeanz	numeric	0	1	-0.5	0.024	0.96	0.0741279	0.2887919	<U+2582><U+2587><U+2583><U+2581><U+2581>	NA

tbodyaccjerkmeanx

Distribution

Distribution of values for tbodyaccjerkmeanx

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
tbodyaccjerkmeanx	numeric	0	1	0.043	0.076	0.13	0.0794736	0.012588	<U+2581><U+2587><U+2583><U+2582><U+2581>	NA

tbodyaccjerkmeany

Distribution

Distribution of values for tbodyaccjerkmeany

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
tbodyaccjerkmeany	numeric	0	1	-0.039	0.0095	0.057	0.0075652	0.0135764	<U+2581><U+2583><U+2587><U+2582><U+2581>	NA

tbodyaccjerkmeanz

Distribution

Distribution of values for tbodyaccjerkmeanz

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
tbodyaccjerkmeanz	numeric	0	1	-0.067	-0.0039	0.038	-0.0049534	0.0134621	<U+2581><U+2581><U+2587><U+2587><U+2581>	NA

tbodygyromeanx

Distribution

Distribution of values for tbodygyromeanx

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
tbodygyromeanx	numeric	0	1	-0.21	-0.029	0.19	-0.0324372	0.0540518	<U+2581><U+2582><U+2587><U+2581><U+2581>	NA

tbodygyromeany

Distribution

Distribution of values for tbodygyromeany

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
tbodygyromeany	numeric	0	1	-0.2	-0.073	0.027	-0.0742596	0.0355415	<U+2581><U+2581><U+2587><U+2583><U+2581>	NA

tbodygyromeanz

Distribution

Distribution of values for tbodygyromeanz

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
tbodygyromeanz	numeric	0	1	-0.072	0.085	0.18	0.0874446	0.0362125	<U+2581><U+2581><U+2583><U+2587><U+2582>	NA

tbodygyrojerkmeanx

Distribution

Distribution of values for tbodygyrojerkmeanx

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
tbodygyrojerkmeanx	numeric	0	1	-0.16	-0.099	-0.022	-0.0960568	0.0233458	<U+2581><U+2582><U+2587><U+2581><U+2581>	NA

tbodygyrojerkmeany

Distribution

Distribution of values for tbodygyrojerkmeany

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
tbodygyrojerkmeany	numeric	0	1	-0.077	-0.041	-0.013	-0.0426928	0.009532	<U+2581><U+2582><U+2587><U+2583><U+2581>	NA

tbodygyrojerkmeanz

Distribution

Distribution of values for tbodygyrojerkmeanz

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
tbodygyrojerkmeanz	numeric	0	1	-0.092	-0.053	-0.0069	-0.0548019	0.012347	<U+2581><U+2585><U+2587><U+2581><U+2581>	NA

tbodyaccmagmean

Distribution

Distribution of values for tbodyaccmagmean

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
tbodyaccmagmean	numeric	0	1	-0.99	-0.48	0.64	-0.4972897	0.4728834	<U+2587><U+2581><U+2585><U+2583><U+2581>	NA

tgravityaccmagmean

Distribution

Distribution of values for tgravityaccmagmean

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
tgravityaccmagmean	numeric	0	1	-0.99	-0.48	0.64	-0.4972897	0.4728834	<U+2587><U+2581><U+2585><U+2583><U+2581>	NA

tbodyaccjerkmagmean

Distribution

Distribution of values for tbodyaccjerkmagmean

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
tbodyaccjerkmagmean	numeric	0	1	-0.99	-0.82	0.43	-0.6079296	0.3965272	<U+2587><U+2582><U+2585><U+2582><U+2581>	NA

tbodygyromagmean

Distribution

Distribution of values for tbodygyromagmean

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
tbodygyromagmean	numeric	0	1	-0.98	-0.66	0.42	-0.5651631	0.3977338	<U+2587><U+2581><U+2585><U+2582><U+2581>	NA

tbodygyrojerkmagmean

Distribution

Distribution of values for tbodygyrojerkmagmean

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
tbodygyrojerkmagmean	numeric	0	1	-1	-0.86	0.088	-0.7363693	0.2767541	<U+2587><U+2583><U+2583><U+2581><U+2581>	NA

fbodyaccmeanx

Distribution

Distribution of values for fbodyaccmeanx

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
fbodyaccmeanx	numeric	0	1	-1	-0.77	0.54	-0.5758	0.4300214	<U+2587><U+2581><U+2583><U+2582><U+2581>	NA

fbodyaccmeany

Distribution

Distribution of values for fbodyaccmeany

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
fbodyaccmeany	numeric	0	1	-0.99	-0.59	0.52	-0.4887327	0.4806496	<U+2587><U+2581><U+2583><U+2583><U+2581>	NA

fbodyaccmeanz

Distribution

Distribution of values for fbodyaccmeanz

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
fbodyaccmeanz	numeric	0	1	-0.99	-0.72	0.28	-0.6297388	0.3556469	<U+2587><U+2582><U+2585><U+2581><U+2581>	NA

fbodyaccjerkmeanx

Distribution

Distribution of values for fbodyaccjerkmeanx

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
fbodyaccjerkmeanx	numeric	0	1	-0.99	-0.81	0.47	-0.6139282	0.3982896	<U+2587><U+2582><U+2583><U+2582><U+2581>	NA

fbodyaccjerkmeany

Distribution

Distribution of values for fbodyaccjerkmeany

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
fbodyaccjerkmeany	numeric	0	1	-0.99	-0.78	0.28	-0.5881631	0.4077491	<U+2587><U+2581><U+2583><U+2583><U+2581>	NA

fbodyaccjerkmeanz

Distribution

Distribution of values for fbodyaccjerkmeanz

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
fbodyaccjerkmeanz	numeric	0	1	-0.99	-0.87	0.16	-0.7143585	0.2970225	<U+2587><U+2582><U+2583><U+2581><U+2581>	NA

fbodygyromeanx

Distribution

Distribution of values for fbodygyromeanx

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
fbodygyromeanx	numeric	0	1	-0.99	-0.73	0.47	-0.6367396	0.3467628	<U+2587><U+2582><U+2585><U+2581><U+2581>	NA

fbodygyromeany

Distribution

Distribution of values for fbodygyromeany

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
fbodygyromeany	numeric	0	1	-0.99	-0.81	0.33	-0.6766868	0.3319182	<U+2587><U+2583><U+2583><U+2581><U+2581>	NA

fbodygyromeanz

Distribution

Distribution of values for fbodygyromeanz

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
fbodygyromeanz	numeric	0	1	-0.99	-0.79	0.49	-0.6043912	0.3842603	<U+2587><U+2582><U+2585><U+2581><U+2581>	NA

fbodyaccmagmean

Distribution

Distribution of values for fbodyaccmagmean

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
fbodyaccmagmean	numeric	0	1	-0.99	-0.67	0.59	-0.5365167	0.4516451	<U+2587><U+2582><U+2583><U+2582><U+2581>	NA

fbodybodyaccjerkmagmean

Distribution

Distribution of values for fbodybodyaccjerkmagmean

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
fbodybodyaccjerkmagmean	numeric	0	1	-0.99	-0.79	0.54	-0.5756175	0.4312321	<U+2587><U+2582><U+2583><U+2582><U+2581>	NA

fbodybodygyromagmean

Distribution

Distribution of values for fbodybodygyromagmean

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
fbodybodygyromagmean	numeric	0	1	-0.99	-0.77	0.2	-0.6670991	0.3181183	<U+2587><U+2582><U+2583><U+2581><U+2581>	NA

fbodybodygyrojerkmagmean

Distribution

Distribution of values for fbodybodygyrojerkmagmean

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
fbodybodygyrojerkmagmean	numeric	0	1	-1	-0.88	0.15	-0.7563853	0.2628722	<U+2587><U+2585><U+2582><U+2581><U+2581>	NA

angle(tbodyaccmeangravity)

Distribution

Distribution of values for angle(tbodyaccmeangravity)

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
angle(tbodyaccmeangravity)	numeric	0	1	-0.16	0.0079	0.13	0.0065557	0.0396044	<U+2581><U+2581><U+2587><U+2587><U+2581>	NA

angle(tbodyaccjerkmean)gravitymean)

Distribution

Distribution of values for angle(tbodyaccjerkmean)gravitymean)

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
angle(tbodyaccjerkmean)gravitymean)	numeric	0	1	-0.12	0.0031	0.2	0.0006439	0.0427632	<U+2582><U+2587><U+2586><U+2581><U+2581>	NA

angle(tbodygyromeangravitymean)

Distribution

Distribution of values for angle(tbodygyromeangravitymean)

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
angle(tbodygyromeangravitymean)	numeric	0	1	-0.39	0.021	0.44	0.0219317	0.1401276	<U+2581><U+2581><U+2587><U+2581><U+2581>	NA

angle(tbodygyrojerkmeangravitymean)

Distribution

Distribution of values for angle(tbodygyrojerkmeangravitymean)

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
angle(tbodygyrojerkmeangravitymean)	numeric	0	1	-0.22	-0.016	0.18	-0.0113732	0.0729629	<U+2581><U+2583><U+2587><U+2585><U+2581>	NA

angle(xgravitymean)

Distribution

Distribution of values for angle(xgravitymean)

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
angle(xgravitymean)	numeric	0	1	-0.95	-0.74	0.74	-0.5243065	0.481228	<U+2587><U+2582><U+2581><U+2581><U+2582>	NA

angle(ygravitymean)

Distribution

Distribution of values for angle(ygravitymean)

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
angle(ygravitymean)	numeric	0	1	-0.87	0.17	0.42	0.0786534	0.2784784	<U+2581><U+2581><U+2581><U+2585><U+2587>	NA

angle(zgravitymean)

Distribution

Distribution of values for angle(zgravitymean)

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
angle(zgravitymean)	numeric	0	1	-0.87	0.0051	0.39	-0.0404362	0.2308332	<U+2581><U+2581><U+2581><U+2587><U+2582>	NA

tbodyaccstdx

Distribution

Distribution of values for tbodyaccstdx

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
tbodyaccstdx	numeric	0	1	-1	-0.75	0.63	-0.5576901	0.4516911	<U+2587><U+2582><U+2585><U+2582><U+2581>	NA

tbodyaccstdy

Distribution

Distribution of values for tbodyaccstdy

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
tbodyaccstdy	numeric	0	1	-0.99	-0.51	0.62	-0.4604626	0.496565	<U+2587><U+2581><U+2585><U+2583><U+2581>	NA

tbodyaccstdz

Distribution

Distribution of values for tbodyaccstdz

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
tbodyaccstdz	numeric	0	1	-0.99	-0.65	0.61	-0.5755602	0.3955439	<U+2587><U+2582><U+2585><U+2581><U+2581>	NA

tgravityaccstdx

Distribution

Distribution of values for tgravityaccstdx

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
tgravityaccstdx	numeric	0	1	-1	-0.97	-0.83	-0.9637525	0.0250344	<U+2587><U+2586><U+2581><U+2581><U+2581>	NA

tgravityaccstdy

Distribution

Distribution of values for tgravityaccstdy

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
tgravityaccstdy	numeric	0	1	-0.99	-0.96	-0.64	-0.9524296	0.0326557	<U+2587><U+2581><U+2581><U+2581><U+2581>	NA

tgravityaccstdz

Distribution

Distribution of values for tgravityaccstdz

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
tgravityaccstdz	numeric	0	1	-0.99	-0.95	-0.61	-0.936401	0.0402912	<U+2587><U+2582><U+2581><U+2581><U+2581>	NA

tbodyaccjerkstdx

Distribution

Distribution of values for tbodyaccjerkstdx

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
tbodyaccjerkstdx	numeric	0	1	-0.99	-0.81	0.54	-0.5949467	0.4175865	<U+2587><U+2582><U+2585><U+2582><U+2581>	NA

tbodyaccjerkstdy

Distribution

Distribution of values for tbodyaccjerkstdy

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
tbodyaccjerkstdy	numeric	0	1	-0.99	-0.78	0.36	-0.5654147	0.4330871	<U+2587><U+2581><U+2583><U+2583><U+2581>	NA

tbodyaccjerkstdz

Distribution

Distribution of values for tbodyaccjerkstdz

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
tbodyaccjerkstdz	numeric	0	1	-0.99	-0.88	0.031	-0.7359577	0.2768479	<U+2587><U+2582><U+2583><U+2581><U+2581>	NA

tbodygyrostdx

Distribution

Distribution of values for tbodygyrostdx

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
tbodygyrostdx	numeric	0	1	-0.99	-0.79	0.27	-0.6916399	0.2910189	<U+2587><U+2583><U+2585><U+2581><U+2581>	NA

tbodygyrostdy

Distribution

Distribution of values for tbodygyrostdy

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
tbodygyrostdy	numeric	0	1	-0.99	-0.8	0.48	-0.653302	0.3520252	<U+2587><U+2585><U+2582><U+2581><U+2581>	NA

tbodygyrostdz

Distribution

Distribution of values for tbodygyrostdz

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
tbodygyrostdz	numeric	0	1	-0.99	-0.8	0.56	-0.6164353	0.3730264	<U+2587><U+2582><U+2585><U+2581><U+2581>	NA

tbodygyrojerkstdx

Distribution

Distribution of values for tbodygyrojerkstdx

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
tbodygyrojerkstdx	numeric	0	1	-1	-0.84	0.18	-0.7036327	0.3008361	<U+2587><U+2582><U+2583><U+2582><U+2581>	NA

tbodygyrojerkstdy

Distribution

Distribution of values for tbodygyrojerkstdy

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
tbodygyrojerkstdy	numeric	0	1	-1	-0.89	0.3	-0.7635518	0.2672885	<U+2587><U+2583><U+2582><U+2581><U+2581>	NA

tbodygyrojerkstdz

Distribution

Distribution of values for tbodygyrojerkstdz

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
tbodygyrojerkstdz	numeric	0	1	-1	-0.86	0.19	-0.7095592	0.3045394	<U+2587><U+2583><U+2583><U+2581><U+2581>	NA

tbodyaccmagstd

Distribution

Distribution of values for tbodyaccmagstd

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
tbodyaccmagstd	numeric	0	1	-0.99	-0.61	0.43	-0.5439087	0.4310448	<U+2587><U+2581><U+2585><U+2582><U+2581>	NA

tgravityaccmagstd

Distribution

Distribution of values for tgravityaccmagstd

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
tgravityaccmagstd	numeric	0	1	-0.99	-0.61	0.43	-0.5439087	0.4310448	<U+2587><U+2581><U+2585><U+2582><U+2581>	NA

tbodyaccjerkmagstd

Distribution

Distribution of values for tbodyaccjerkmagstd

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
tbodyaccjerkmagstd	numeric	0	1	-0.99	-0.8	0.45	-0.5841756	0.4227953	<U+2587><U+2582><U+2583><U+2582><U+2581>	NA

tbodygyromagstd

Distribution

Distribution of values for tbodygyromagstd

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
tbodygyromagstd	numeric	0	1	-0.98	-0.74	0.3	-0.6303947	0.3368827	<U+2587><U+2582><U+2585><U+2582><U+2581>	NA

tbodygyrojerkmagstd

Distribution

Distribution of values for tbodygyrojerkmagstd

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
tbodygyrojerkmagstd	numeric	0	1	-1	-0.88	0.25	-0.7550152	0.2655057	<U+2587><U+2583><U+2582><U+2581><U+2581>	NA

fbodyaccstdx

Distribution

Distribution of values for fbodyaccstdx

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
fbodyaccstdx	numeric	0	1	-1	-0.75	0.66	-0.5522011	0.4600233	<U+2587><U+2582><U+2585><U+2582><U+2581>	NA

fbodyaccstdy

Distribution

Distribution of values for fbodyaccstdy

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
fbodyaccstdy	numeric	0	1	-0.99	-0.51	0.56	-0.4814787	0.4740277	<U+2587><U+2581><U+2585><U+2583><U+2581>	NA

fbodyaccstdz

Distribution

Distribution of values for fbodyaccstdz

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
fbodyaccstdz	numeric	0	1	-0.99	-0.64	0.69	-0.5823614	0.3880902	<U+2587><U+2583><U+2585><U+2581><U+2581>	NA

fbodyaccjerkstdx

Distribution

Distribution of values for fbodyaccjerkstdx

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
fbodyaccjerkstdx	numeric	0	1	-1	-0.83	0.48	-0.6121033	0.4004506	<U+2587><U+2582><U+2583><U+2582><U+2581>	NA

fbodyaccjerkstdy

Distribution

Distribution of values for fbodyaccjerkstdy

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
fbodyaccjerkstdy	numeric	0	1	-0.99	-0.79	0.35	-0.570731	0.4319873	<U+2587><U+2581><U+2583><U+2583><U+2581>	NA

fbodyaccjerkstdz

Distribution

Distribution of values for fbodyaccjerkstdz

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
fbodyaccjerkstdz	numeric	0	1	-0.99	-0.9	-0.0062	-0.7564894	0.2570577	<U+2587><U+2583><U+2583><U+2581><U+2581>	NA

fbodygyrostdx

Distribution

Distribution of values for fbodygyrostdx

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
fbodygyrostdx	numeric	0	1	-0.99	-0.81	0.2	-0.7110357	0.272789	<U+2587><U+2582><U+2585><U+2581><U+2581>	NA

fbodygyrostdy

Distribution

Distribution of values for fbodygyrostdy

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
fbodygyrostdy	numeric	0	1	-0.99	-0.8	0.65	-0.6454334	0.3634445	<U+2587><U+2585><U+2582><U+2581><U+2581>	NA

fbodygyrostdz

Distribution

Distribution of values for fbodygyrostdz

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
fbodygyrostdz	numeric	0	1	-0.99	-0.82	0.52	-0.6577466	0.3362014	<U+2587><U+2583><U+2583><U+2581><U+2581>	NA

fbodyaccmagstd

Distribution

Distribution of values for fbodyaccmagstd

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
fbodyaccmagstd	numeric	0	1	-0.99	-0.65	0.18	-0.6209633	0.3529148	<U+2587><U+2581><U+2583><U+2582><U+2581>	NA

fbodybodyaccjerkmagstd

Distribution

Distribution of values for fbodybodyaccjerkmagstd

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
fbodybodyaccjerkmagstd	numeric	0	1	-0.99	-0.81	0.32	-0.5991609	0.4086668	<U+2587><U+2581><U+2583><U+2582><U+2581>	NA

fbodybodygyromagstd

Distribution

Distribution of values for fbodybodygyromagstd

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
fbodybodygyromagstd	numeric	0	1	-0.98	-0.77	0.24	-0.6723223	0.2931842	<U+2587><U+2582><U+2585><U+2581><U+2581>	NA

fbodybodygyrojerkmagstd

Distribution

Distribution of values for fbodybodygyrojerkmagstd

0 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
fbodybodygyrojerkmagstd	numeric	0	1	-1	-0.89	0.29	-0.7715171	0.2504248	<U+2587><U+2583><U+2581><U+2581><U+2581>	NA

Missingness report

Codebook table

JSON-LD metadata

The following JSON-LD can be found by search engines, if you share this codebook publicly on the web.

{
  "name": "codebook_data",
  "datePublished": "2020-08-05",
  "description": "The dataset has N=180 rows and 75 columns.\n180 rows have no missing values on any column.\n\n\n## Table of variables\nThis table contains variable names, labels, and number of missing values.\nSee the complete codebook for more.\n\n[truncated]\n\n### Note\nThis dataset was automatically described using the [codebook R package](https://rubenarslan.github.io/codebook/) (version 0.9.2).",
  "keywords": ["activity", "subject", "tbodyaccmeanx", "tbodyaccmeany", "tbodyaccmeanz", "tgravityaccmeanx", "tgravityaccmeany", "tgravityaccmeanz", "tbodyaccjerkmeanx", "tbodyaccjerkmeany", "tbodyaccjerkmeanz", "tbodygyromeanx", "tbodygyromeany", "tbodygyromeanz", "tbodygyrojerkmeanx", "tbodygyrojerkmeany", "tbodygyrojerkmeanz", "tbodyaccmagmean", "tgravityaccmagmean", "tbodyaccjerkmagmean", "tbodygyromagmean", "tbodygyrojerkmagmean", "fbodyaccmeanx", "fbodyaccmeany", "fbodyaccmeanz", "fbodyaccjerkmeanx", "fbodyaccjerkmeany", "fbodyaccjerkmeanz", "fbodygyromeanx", "fbodygyromeany", "fbodygyromeanz", "fbodyaccmagmean", "fbodybodyaccjerkmagmean", "fbodybodygyromagmean", "fbodybodygyrojerkmagmean", "angle(tbodyaccmeangravity)", "angle(tbodyaccjerkmean)gravitymean)", "angle(tbodygyromeangravitymean)", "angle(tbodygyrojerkmeangravitymean)", "angle(xgravitymean)", "angle(ygravitymean)", "angle(zgravitymean)", "tbodyaccstdx", "tbodyaccstdy", "tbodyaccstdz", "tgravityaccstdx", "tgravityaccstdy", "tgravityaccstdz", "tbodyaccjerkstdx", "tbodyaccjerkstdy", "tbodyaccjerkstdz", "tbodygyrostdx", "tbodygyrostdy", "tbodygyrostdz", "tbodygyrojerkstdx", "tbodygyrojerkstdy", "tbodygyrojerkstdz", "tbodyaccmagstd", "tgravityaccmagstd", "tbodyaccjerkmagstd", "tbodygyromagstd", "tbodygyrojerkmagstd", "fbodyaccstdx", "fbodyaccstdy", "fbodyaccstdz", "fbodyaccjerkstdx", "fbodyaccjerkstdy", "fbodyaccjerkstdz", "fbodygyrostdx", "fbodygyrostdy", "fbodygyrostdz", "fbodyaccmagstd", "fbodybodyaccjerkmagstd", "fbodybodygyromagstd", "fbodybodygyrojerkmagstd"],
  "@context": "http://schema.org/",
  "@type": "Dataset",
  "variableMeasured": [
    {
      "name": "activity",
      "@type": "propertyValue"
    },
    {
      "name": "subject",
      "@type": "propertyValue"
    },
    {
      "name": "tbodyaccmeanx",
      "@type": "propertyValue"
    },
    {
      "name": "tbodyaccmeany",
      "@type": "propertyValue"
    },
    {
      "name": "tbodyaccmeanz",
      "@type": "propertyValue"
    },
    {
      "name": "tgravityaccmeanx",
      "@type": "propertyValue"
    },
    {
      "name": "tgravityaccmeany",
      "@type": "propertyValue"
    },
    {
      "name": "tgravityaccmeanz",
      "@type": "propertyValue"
    },
    {
      "name": "tbodyaccjerkmeanx",
      "@type": "propertyValue"
    },
    {
      "name": "tbodyaccjerkmeany",
      "@type": "propertyValue"
    },
    {
      "name": "tbodyaccjerkmeanz",
      "@type": "propertyValue"
    },
    {
      "name": "tbodygyromeanx",
      "@type": "propertyValue"
    },
    {
      "name": "tbodygyromeany",
      "@type": "propertyValue"
    },
    {
      "name": "tbodygyromeanz",
      "@type": "propertyValue"
    },
    {
      "name": "tbodygyrojerkmeanx",
      "@type": "propertyValue"
    },
    {
      "name": "tbodygyrojerkmeany",
      "@type": "propertyValue"
    },
    {
      "name": "tbodygyrojerkmeanz",
      "@type": "propertyValue"
    },
    {
      "name": "tbodyaccmagmean",
      "@type": "propertyValue"
    },
    {
      "name": "tgravityaccmagmean",
      "@type": "propertyValue"
    },
    {
      "name": "tbodyaccjerkmagmean",
      "@type": "propertyValue"
    },
    {
      "name": "tbodygyromagmean",
      "@type": "propertyValue"
    },
    {
      "name": "tbodygyrojerkmagmean",
      "@type": "propertyValue"
    },
    {
      "name": "fbodyaccmeanx",
      "@type": "propertyValue"
    },
    {
      "name": "fbodyaccmeany",
      "@type": "propertyValue"
    },
    {
      "name": "fbodyaccmeanz",
      "@type": "propertyValue"
    },
    {
      "name": "fbodyaccjerkmeanx",
      "@type": "propertyValue"
    },
    {
      "name": "fbodyaccjerkmeany",
      "@type": "propertyValue"
    },
    {
      "name": "fbodyaccjerkmeanz",
      "@type": "propertyValue"
    },
    {
      "name": "fbodygyromeanx",
      "@type": "propertyValue"
    },
    {
      "name": "fbodygyromeany",
      "@type": "propertyValue"
    },
    {
      "name": "fbodygyromeanz",
      "@type": "propertyValue"
    },
    {
      "name": "fbodyaccmagmean",
      "@type": "propertyValue"
    },
    {
      "name": "fbodybodyaccjerkmagmean",
      "@type": "propertyValue"
    },
    {
      "name": "fbodybodygyromagmean",
      "@type": "propertyValue"
    },
    {
      "name": "fbodybodygyrojerkmagmean",
      "@type": "propertyValue"
    },
    {
      "name": "angle(tbodyaccmeangravity)",
      "@type": "propertyValue"
    },
    {
      "name": "angle(tbodyaccjerkmean)gravitymean)",
      "@type": "propertyValue"
    },
    {
      "name": "angle(tbodygyromeangravitymean)",
      "@type": "propertyValue"
    },
    {
      "name": "angle(tbodygyrojerkmeangravitymean)",
      "@type": "propertyValue"
    },
    {
      "name": "angle(xgravitymean)",
      "@type": "propertyValue"
    },
    {
      "name": "angle(ygravitymean)",
      "@type": "propertyValue"
    },
    {
      "name": "angle(zgravitymean)",
      "@type": "propertyValue"
    },
    {
      "name": "tbodyaccstdx",
      "@type": "propertyValue"
    },
    {
      "name": "tbodyaccstdy",
      "@type": "propertyValue"
    },
    {
      "name": "tbodyaccstdz",
      "@type": "propertyValue"
    },
    {
      "name": "tgravityaccstdx",
      "@type": "propertyValue"
    },
    {
      "name": "tgravityaccstdy",
      "@type": "propertyValue"
    },
    {
      "name": "tgravityaccstdz",
      "@type": "propertyValue"
    },
    {
      "name": "tbodyaccjerkstdx",
      "@type": "propertyValue"
    },
    {
      "name": "tbodyaccjerkstdy",
      "@type": "propertyValue"
    },
    {
      "name": "tbodyaccjerkstdz",
      "@type": "propertyValue"
    },
    {
      "name": "tbodygyrostdx",
      "@type": "propertyValue"
    },
    {
      "name": "tbodygyrostdy",
      "@type": "propertyValue"
    },
    {
      "name": "tbodygyrostdz",
      "@type": "propertyValue"
    },
    {
      "name": "tbodygyrojerkstdx",
      "@type": "propertyValue"
    },
    {
      "name": "tbodygyrojerkstdy",
      "@type": "propertyValue"
    },
    {
      "name": "tbodygyrojerkstdz",
      "@type": "propertyValue"
    },
    {
      "name": "tbodyaccmagstd",
      "@type": "propertyValue"
    },
    {
      "name": "tgravityaccmagstd",
      "@type": "propertyValue"
    },
    {
      "name": "tbodyaccjerkmagstd",
      "@type": "propertyValue"
    },
    {
      "name": "tbodygyromagstd",
      "@type": "propertyValue"
    },
    {
      "name": "tbodygyrojerkmagstd",
      "@type": "propertyValue"
    },
    {
      "name": "fbodyaccstdx",
      "@type": "propertyValue"
    },
    {
      "name": "fbodyaccstdy",
      "@type": "propertyValue"
    },
    {
      "name": "fbodyaccstdz",
      "@type": "propertyValue"
    },
    {
      "name": "fbodyaccjerkstdx",
      "@type": "propertyValue"
    },
    {
      "name": "fbodyaccjerkstdy",
      "@type": "propertyValue"
    },
    {
      "name": "fbodyaccjerkstdz",
      "@type": "propertyValue"
    },
    {
      "name": "fbodygyrostdx",
      "@type": "propertyValue"
    },
    {
      "name": "fbodygyrostdy",
      "@type": "propertyValue"
    },
    {
      "name": "fbodygyrostdz",
      "@type": "propertyValue"
    },
    {
      "name": "fbodyaccmagstd",
      "@type": "propertyValue"
    },
    {
      "name": "fbodybodyaccjerkmagstd",
      "@type": "propertyValue"
    },
    {
      "name": "fbodybodygyromagstd",
      "@type": "propertyValue"
    },
    {
      "name": "fbodybodygyrojerkmagstd",
      "@type": "propertyValue"
    }
  ]
}`